Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 385500 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 58.8 MiB |
| Average record size in memory | 160.0 B |
Variable types
| Numeric | 20 |
|---|
negpmax[10] is highly overall correlated with negpmax[3] and 1 other fields | High correlation |
negpmax[11] is highly overall correlated with y | High correlation |
negpmax[13] is highly overall correlated with negpmax[14] and 2 other fields | High correlation |
negpmax[14] is highly overall correlated with negpmax[13] and 1 other fields | High correlation |
negpmax[1] is highly overall correlated with x | High correlation |
negpmax[3] is highly overall correlated with negpmax[10] and 1 other fields | High correlation |
negpmax[4] is highly overall correlated with y | High correlation |
negpmax[5] is highly overall correlated with negpmax[6] and 2 other fields | High correlation |
negpmax[6] is highly overall correlated with negpmax[5] | High correlation |
negpmax[8] is highly overall correlated with negpmax[13] and 1 other fields | High correlation |
x is highly overall correlated with negpmax[13] and 4 other fields | High correlation |
y is highly overall correlated with negpmax[10] and 4 other fields | High correlation |
negpmax[0] is highly skewed (γ1 = -360.6603538) | Skewed |
negpmax[1] is highly skewed (γ1 = -226.4792477) | Skewed |
negpmax[2] is highly skewed (γ1 = 416.1662618) | Skewed |
negpmax[3] is highly skewed (γ1 = -332.0010744) | Skewed |
negpmax[4] is highly skewed (γ1 = -298.1308851) | Skewed |
negpmax[6] is highly skewed (γ1 = -257.7164663) | Skewed |
negpmax[7] is highly skewed (γ1 = -548.3670515) | Skewed |
negpmax[8] is highly skewed (γ1 = -386.5507867) | Skewed |
negpmax[9] is highly skewed (γ1 = -280.3582782) | Skewed |
negpmax[10] is highly skewed (γ1 = -330.2197187) | Skewed |
negpmax[11] is highly skewed (γ1 = -375.0891779) | Skewed |
negpmax[12] is highly skewed (γ1 = -298.529311) | Skewed |
negpmax[13] is highly skewed (γ1 = -270.4791604) | Skewed |
negpmax[14] is highly skewed (γ1 = 222.452793) | Skewed |
negpmax[15] is highly skewed (γ1 = 210.4312035) | Skewed |
Reproduction
| Analysis started | 2024-01-12 12:40:25.441884 |
|---|---|
| Analysis finished | 2024-01-12 12:42:27.937211 |
| Duration | 2 minutes and 2.5 seconds |
| Software version | ydata-profiling vv4.6.4 |
| Download configuration | config.json |
negpmax[0]
Real number (ℝ)
SKEWED
| Distinct | 348021 |
|---|---|
| Distinct (%) | 90.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.0461623 |
| Minimum | -7741.1099 |
|---|---|
| Maximum | -0.74581607 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 385500 |
| Negative (%) | 100.0% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | -7741.1099 |
|---|---|
| 5-th percentile | -6.4335969 |
| Q1 | -5.2571777 |
| median | -4.6464203 |
| Q3 | -4.0932106 |
| 95-th percentile | -3.3533946 |
| Maximum | -0.74581607 |
| Range | 7740.3641 |
| Interquartile range (IQR) | 1.1639671 |
Descriptive statistics
| Standard deviation | 15.877804 |
|---|---|
| Coefficient of variation (CV) | -3.1465108 |
| Kurtosis | 157763.68 |
| Mean | -5.0461623 |
| Median Absolute Deviation (MAD) | 0.58016119 |
| Skewness | -360.66035 |
| Sum | -1945295.6 |
| Variance | 252.10467 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -4.935784912 | 6 | < 0.1% |
| -4.636773682 | 6 | < 0.1% |
| -5.016390991 | 6 | < 0.1% |
| -4.171429443 | 5 | < 0.1% |
| -4.590963745 | 5 | < 0.1% |
| -4.304550171 | 5 | < 0.1% |
| -5.009863281 | 5 | < 0.1% |
| -4.249197388 | 5 | < 0.1% |
| -3.742080688 | 5 | < 0.1% |
| -4.706271362 | 5 | < 0.1% |
| Other values (348011) | 385447 |
| Value | Count | Frequency (%) |
| -7741.109923 | 1 | |
| -3745.743567 | 1 | |
| -2643.265217 | 1 | |
| -1940.361811 | 1 | |
| -1908.516516 | 1 | |
| -1590.129253 | 1 | |
| -1519.959676 | 1 | |
| -816.329494 | 1 | |
| -639.5484079 | 1 | |
| -591.4480861 | 1 |
| Value | Count | Frequency (%) |
| -0.7458160651 | 1 | |
| -1.046100001 | 1 | |
| -1.151201224 | 1 | |
| -1.28457948 | 1 | |
| -1.32527134 | 1 | |
| -1.372345924 | 1 | |
| -1.41198189 | 1 | |
| -1.437504487 | 1 | |
| -1.489290093 | 1 | |
| -1.504046833 | 1 |
negpmax[1]
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 364979 |
|---|---|
| Distinct (%) | 94.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -9.1879171 |
| Minimum | -9930.1146 |
|---|---|
| Maximum | -1.0545077 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 385500 |
| Negative (%) | 100.0% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | -9930.1146 |
|---|---|
| 5-th percentile | -30.781083 |
| Q1 | -8.1143234 |
| median | -5.2290091 |
| Q3 | -4.3876862 |
| 95-th percentile | -3.5128902 |
| Maximum | -1.0545077 |
| Range | 9929.0601 |
| Interquartile range (IQR) | 3.7266373 |
Descriptive statistics
| Standard deviation | 29.95529 |
|---|---|
| Coefficient of variation (CV) | -3.2602917 |
| Kurtosis | 62600.461 |
| Mean | -9.1879171 |
| Median Absolute Deviation (MAD) | 1.1107627 |
| Skewness | -226.47925 |
| Sum | -3541942 |
| Variance | 897.31938 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -4.984194946 | 5 | < 0.1% |
| -4.259552002 | 5 | < 0.1% |
| -4.06647644 | 5 | < 0.1% |
| -4.258639526 | 5 | < 0.1% |
| -4.629296875 | 5 | < 0.1% |
| -4.97638855 | 4 | < 0.1% |
| -3.758108521 | 4 | < 0.1% |
| -4.22713623 | 4 | < 0.1% |
| -4.852233887 | 4 | < 0.1% |
| -4.606228638 | 4 | < 0.1% |
| Other values (364969) | 385455 |
| Value | Count | Frequency (%) |
| -9930.114637 | 1 | |
| -8914.510761 | 1 | |
| -6181.483775 | 1 | |
| -5590.745816 | 1 | |
| -4685.016288 | 1 | |
| -3934.731699 | 1 | |
| -3853.931695 | 1 | |
| -3121.732245 | 1 | |
| -1236.795412 | 1 | |
| -1235.522496 | 1 |
| Value | Count | Frequency (%) |
| -1.054507737 | 1 | |
| -1.092450323 | 1 | |
| -1.114030558 | 1 | |
| -1.266039295 | 1 | |
| -1.434287936 | 1 | |
| -1.446317438 | 1 | |
| -1.478857042 | 1 | |
| -1.52775563 | 1 | |
| -1.568168731 | 1 | |
| -1.571007391 | 1 |
negpmax[2]
Real number (ℝ)
SKEWED
| Distinct | 355150 |
|---|---|
| Distinct (%) | 92.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.5967766 |
| Minimum | -10777.684 |
|---|---|
| Maximum | 74827.377 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 385498 |
| Negative (%) | > 99.9% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | -10777.684 |
|---|---|
| 5-th percentile | -13.628266 |
| Q1 | -5.67435 |
| median | -4.873082 |
| Q3 | -4.2457882 |
| 95-th percentile | -3.4598232 |
| Maximum | 74827.377 |
| Range | 85605.061 |
| Interquartile range (IQR) | 1.4285618 |
Descriptive statistics
| Standard deviation | 173.28984 |
|---|---|
| Coefficient of variation (CV) | -30.962437 |
| Kurtosis | 180470.74 |
| Mean | -5.5967766 |
| Median Absolute Deviation (MAD) | 0.69522508 |
| Skewness | 416.16626 |
| Sum | -2157557.4 |
| Variance | 30029.37 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -4.656845093 | 6 | < 0.1% |
| -4.621166992 | 6 | < 0.1% |
| -5.173995972 | 5 | < 0.1% |
| -4.231277466 | 5 | < 0.1% |
| -4.821792603 | 5 | < 0.1% |
| -4.762768555 | 5 | < 0.1% |
| -4.652124023 | 5 | < 0.1% |
| -4.58092041 | 5 | < 0.1% |
| -5.236935425 | 5 | < 0.1% |
| -4.399459839 | 5 | < 0.1% |
| Other values (355140) | 385448 |
| Value | Count | Frequency (%) |
| -10777.68426 | 1 | |
| -9654.936352 | 1 | |
| -7886.759888 | 1 | |
| -6961.193798 | 1 | |
| -4693.691574 | 1 | |
| -3893.580649 | 1 | |
| -2457.431226 | 1 | |
| -1710.107671 | 1 | |
| -1254.480358 | 1 | |
| -1048.011837 | 1 |
| Value | Count | Frequency (%) |
| 74827.37723 | 1 | |
| 74820.43968 | 1 | |
| -0.5405925584 | 1 | |
| -1.073634097 | 1 | |
| -1.122057142 | 1 | |
| -1.206915824 | 1 | |
| -1.220637375 | 1 | |
| -1.336545495 | 1 | |
| -1.36688917 | 1 | |
| -1.367618803 | 1 |
negpmax[3]
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 372049 |
|---|---|
| Distinct (%) | 96.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -13.964902 |
| Minimum | -25502.558 |
|---|---|
| Maximum | -1.1566278 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 385500 |
| Negative (%) | 100.0% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | -25502.558 |
|---|---|
| 5-th percentile | -49.525641 |
| Q1 | -17.757946 |
| median | -6.0601334 |
| Q3 | -4.6805084 |
| 95-th percentile | -3.6629848 |
| Maximum | -1.1566278 |
| Range | 25501.401 |
| Interquartile range (IQR) | 13.077438 |
Descriptive statistics
| Standard deviation | 68.418678 |
|---|---|
| Coefficient of variation (CV) | -4.899331 |
| Kurtosis | 116739.35 |
| Mean | -13.964902 |
| Median Absolute Deviation (MAD) | 1.9813068 |
| Skewness | -332.00107 |
| Sum | -5383469.8 |
| Variance | 4681.1155 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -4.894543457 | 5 | < 0.1% |
| -5.988519287 | 4 | < 0.1% |
| -5.335021973 | 4 | < 0.1% |
| -4.659609985 | 4 | < 0.1% |
| -4.843499756 | 4 | < 0.1% |
| -4.584515381 | 4 | < 0.1% |
| -4.373394775 | 4 | < 0.1% |
| -4.717922974 | 4 | < 0.1% |
| -4.242272949 | 4 | < 0.1% |
| -5.506130981 | 4 | < 0.1% |
| Other values (372039) | 385459 |
| Value | Count | Frequency (%) |
| -25502.55777 | 1 | |
| -23980.58646 | 1 | |
| -22010.55508 | 1 | |
| -2135.750092 | 1 | |
| -1766.599709 | 1 | |
| -1677.010896 | 1 | |
| -541.1636109 | 1 | |
| -451.3643812 | 1 | |
| -188.425906 | 1 | |
| -149.1700448 | 1 |
| Value | Count | Frequency (%) |
| -1.156627817 | 1 | |
| -1.298421492 | 1 | |
| -1.370498657 | 1 | |
| -1.375091039 | 1 | |
| -1.474986483 | 1 | |
| -1.513497201 | 1 | |
| -1.632525635 | 1 | |
| -1.633370154 | 1 | |
| -1.689878248 | 1 | |
| -1.700268555 | 1 |
negpmax[4]
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 363861 |
|---|---|
| Distinct (%) | 94.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -8.4542001 |
| Minimum | -42648.221 |
|---|---|
| Maximum | -0.87650499 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 385500 |
| Negative (%) | 100.0% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | -42648.221 |
|---|---|
| 5-th percentile | -23.988506 |
| Q1 | -7.3876602 |
| median | -5.3240097 |
| Q3 | -4.5065163 |
| 95-th percentile | -3.6246515 |
| Maximum | -0.87650499 |
| Range | 42647.345 |
| Interquartile range (IQR) | 2.8811439 |
Descriptive statistics
| Standard deviation | 115.44 |
|---|---|
| Coefficient of variation (CV) | -13.654751 |
| Kurtosis | 95390.224 |
| Mean | -8.4542001 |
| Median Absolute Deviation (MAD) | 1.0418579 |
| Skewness | -298.13089 |
| Sum | -3259094.1 |
| Variance | 13326.393 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -4.908303833 | 5 | < 0.1% |
| -4.35189209 | 5 | < 0.1% |
| -5.315161133 | 5 | < 0.1% |
| -4.585043335 | 5 | < 0.1% |
| -4.676217651 | 4 | < 0.1% |
| -4.908898926 | 4 | < 0.1% |
| -4.242736816 | 4 | < 0.1% |
| -4.116256714 | 4 | < 0.1% |
| -3.87611084 | 4 | < 0.1% |
| -4.50796814 | 4 | < 0.1% |
| Other values (363851) | 385456 |
| Value | Count | Frequency (%) |
| -42648.22138 | 1 | |
| -38012.33874 | 1 | |
| -29361.27607 | 1 | |
| -22547.07721 | 1 | |
| -19198.84605 | 1 | |
| -5810.813366 | 1 | |
| -5763.318605 | 1 | |
| -4514.03277 | 1 | |
| -3704.414228 | 1 | |
| -3695.546609 | 1 |
| Value | Count | Frequency (%) |
| -0.8765049893 | 1 | |
| -0.9554986142 | 1 | |
| -1.279119885 | 1 | |
| -1.312775944 | 1 | |
| -1.351813825 | 1 | |
| -1.382180038 | 1 | |
| -1.383336623 | 1 | |
| -1.401692709 | 1 | |
| -1.403765327 | 1 | |
| -1.481176776 | 1 |
negpmax[5]
Real number (ℝ)
HIGH CORRELATION
| Distinct | 378918 |
|---|---|
| Distinct (%) | 98.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -20.186649 |
| Minimum | -2135.1261 |
|---|---|
| Maximum | -1.2378404 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 385500 |
| Negative (%) | 100.0% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | -2135.1261 |
|---|---|
| 5-th percentile | -54.901535 |
| Q1 | -31.219964 |
| median | -12.875058 |
| Q3 | -6.2096764 |
| 95-th percentile | -4.2760361 |
| Maximum | -1.2378404 |
| Range | 2133.8883 |
| Interquartile range (IQR) | 25.010287 |
Descriptive statistics
| Standard deviation | 17.294225 |
|---|---|
| Coefficient of variation (CV) | -0.85671597 |
| Kurtosis | 596.96907 |
| Mean | -20.186649 |
| Median Absolute Deviation (MAD) | 7.9257889 |
| Skewness | -6.0413516 |
| Sum | -7781953.3 |
| Variance | 299.09021 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -4.578659058 | 3 | < 0.1% |
| -4.904840088 | 3 | < 0.1% |
| -4.726004028 | 3 | < 0.1% |
| -7.422598267 | 3 | < 0.1% |
| -4.795687866 | 3 | < 0.1% |
| -10.629599 | 3 | < 0.1% |
| -6.475338745 | 3 | < 0.1% |
| -5.322229004 | 3 | < 0.1% |
| -4.495870972 | 3 | < 0.1% |
| -4.911791992 | 3 | < 0.1% |
| Other values (378908) | 385470 |
| Value | Count | Frequency (%) |
| -2135.126117 | 1 | |
| -893.3818428 | 1 | |
| -287.4092626 | 1 | |
| -187.5628258 | 1 | |
| -160.8517062 | 1 | |
| -112.2792431 | 1 | |
| -109.6958566 | 1 | |
| -89.34477224 | 1 | |
| -81.16648865 | 1 | |
| -80.37880859 | 1 |
| Value | Count | Frequency (%) |
| -1.237840431 | 1 | |
| -1.408457819 | 1 | |
| -1.646505674 | 1 | |
| -1.657708859 | 1 | |
| -1.668808361 | 1 | |
| -1.75915084 | 1 | |
| -1.794954434 | 1 | |
| -1.812451172 | 1 | |
| -1.822229004 | 1 | |
| -1.852177291 | 1 |
negpmax[6]
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 362020 |
|---|---|
| Distinct (%) | 93.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -8.8140836 |
| Minimum | -10967.68 |
|---|---|
| Maximum | -0.87525903 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 385500 |
| Negative (%) | 100.0% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | -10967.68 |
|---|---|
| 5-th percentile | -30.692666 |
| Q1 | -6.9770561 |
| median | -5.2448395 |
| Q3 | -4.4694611 |
| 95-th percentile | -3.6167439 |
| Maximum | -0.87525903 |
| Range | 10966.805 |
| Interquartile range (IQR) | 2.5075951 |
Descriptive statistics
| Standard deviation | 26.239272 |
|---|---|
| Coefficient of variation (CV) | -2.9769711 |
| Kurtosis | 91489.418 |
| Mean | -8.8140836 |
| Median Absolute Deviation (MAD) | 0.96929145 |
| Skewness | -257.71647 |
| Sum | -3397829.2 |
| Variance | 688.4994 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -5.206686401 | 5 | < 0.1% |
| -4.986428833 | 5 | < 0.1% |
| -5.164105225 | 5 | < 0.1% |
| -5.486227417 | 5 | < 0.1% |
| -4.819003296 | 5 | < 0.1% |
| -4.945831299 | 4 | < 0.1% |
| -5.236251831 | 4 | < 0.1% |
| -4.290420532 | 4 | < 0.1% |
| -4.522979736 | 4 | < 0.1% |
| -5.46026001 | 4 | < 0.1% |
| Other values (362010) | 385455 |
| Value | Count | Frequency (%) |
| -10967.68044 | 1 | |
| -5631.924716 | 1 | |
| -5238.83206 | 1 | |
| -4084.062022 | 1 | |
| -3720.689005 | 1 | |
| -2563.578544 | 1 | |
| -2178.87929 | 1 | |
| -1927.087384 | 1 | |
| -1049.149259 | 1 | |
| -1034.959101 | 1 |
| Value | Count | Frequency (%) |
| -0.8752590319 | 1 | |
| -0.9923668284 | 1 | |
| -1.36513904 | 1 | |
| -1.369527521 | 1 | |
| -1.414624211 | 1 | |
| -1.470422455 | 1 | |
| -1.572550191 | 1 | |
| -1.58181484 | 1 | |
| -1.590478515 | 1 | |
| -1.639253348 | 1 |
negpmax[7]
Real number (ℝ)
SKEWED
| Distinct | 350098 |
|---|---|
| Distinct (%) | 90.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.3097272 |
| Minimum | -63107.688 |
|---|---|
| Maximum | -1.2065694 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 385500 |
| Negative (%) | 100.0% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | -63107.688 |
|---|---|
| 5-th percentile | -6.5190067 |
| Q1 | -5.3234947 |
| median | -4.7043613 |
| Q3 | -4.1443413 |
| 95-th percentile | -3.4029752 |
| Maximum | -1.2065694 |
| Range | 63106.481 |
| Interquartile range (IQR) | 1.1791534 |
Descriptive statistics
| Standard deviation | 106.86575 |
|---|---|
| Coefficient of variation (CV) | -20.12641 |
| Kurtosis | 317774.75 |
| Mean | -5.3097272 |
| Median Absolute Deviation (MAD) | 0.58667639 |
| Skewness | -548.36705 |
| Sum | -2046899.8 |
| Variance | 11420.288 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -4.35737915 | 6 | < 0.1% |
| -4.676202393 | 6 | < 0.1% |
| -4.218331909 | 5 | < 0.1% |
| -4.467184448 | 5 | < 0.1% |
| -3.935638428 | 5 | < 0.1% |
| -4.662854004 | 5 | < 0.1% |
| -3.986282349 | 5 | < 0.1% |
| -4.802770996 | 5 | < 0.1% |
| -4.693463135 | 5 | < 0.1% |
| -4.301980591 | 5 | < 0.1% |
| Other values (350088) | 385448 |
| Value | Count | Frequency (%) |
| -63107.68795 | 1 | |
| -18621.30352 | 1 | |
| -5605.052016 | 1 | |
| -3300.52362 | 1 | |
| -2841.653412 | 1 | |
| -2685.260059 | 1 | |
| -1961.93361 | 1 | |
| -1633.040983 | 1 | |
| -1508.569141 | 1 | |
| -1138.90733 | 1 |
| Value | Count | Frequency (%) |
| -1.20656941 | 1 | |
| -1.242981359 | 1 | |
| -1.246176933 | 1 | |
| -1.323470683 | 1 | |
| -1.323586377 | 1 | |
| -1.327522942 | 1 | |
| -1.360027337 | 1 | |
| -1.367504883 | 1 | |
| -1.382733836 | 1 | |
| -1.391586081 | 1 |
negpmax[8]
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 369406 |
|---|---|
| Distinct (%) | 95.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -12.218777 |
| Minimum | -86543.677 |
|---|---|
| Maximum | -0.010708011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 385500 |
| Negative (%) | 100.0% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | -86543.677 |
|---|---|
| 5-th percentile | -40.228967 |
| Q1 | -12.78878 |
| median | -5.8268799 |
| Q3 | -4.7820323 |
| 95-th percentile | -3.833358 |
| Maximum | -0.010708011 |
| Range | 86543.666 |
| Interquartile range (IQR) | 8.0067479 |
Descriptive statistics
| Standard deviation | 184.96381 |
|---|---|
| Coefficient of variation (CV) | -15.13767 |
| Kurtosis | 163433.14 |
| Mean | -12.218777 |
| Median Absolute Deviation (MAD) | 1.5000909 |
| Skewness | -386.55079 |
| Sum | -4710338.5 |
| Variance | 34211.61 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -4.497241211 | 5 | < 0.1% |
| -6.101940918 | 4 | < 0.1% |
| -4.385882568 | 4 | < 0.1% |
| -4.452893066 | 4 | < 0.1% |
| -5.111987305 | 4 | < 0.1% |
| -4.512332153 | 4 | < 0.1% |
| -4.551531982 | 4 | < 0.1% |
| -4.755514526 | 4 | < 0.1% |
| -5.236392212 | 4 | < 0.1% |
| -5.073501587 | 4 | < 0.1% |
| Other values (369396) | 385459 |
| Value | Count | Frequency (%) |
| -86543.67718 | 1 | |
| -64260.7395 | 1 | |
| -24126.07168 | 1 | |
| -21926.16077 | 1 | |
| -14209.81894 | 1 | |
| -12569.10799 | 1 | |
| -6644.33526 | 1 | |
| -3441.34874 | 1 | |
| -3270.249332 | 1 | |
| -3030.731684 | 1 |
| Value | Count | Frequency (%) |
| -0.01070801087 | 1 | |
| -0.7485331122 | 1 | |
| -0.8274637895 | 1 | |
| -1.043325005 | 1 | |
| -1.287059168 | 1 | |
| -1.287906776 | 1 | |
| -1.422101743 | 1 | |
| -1.460546422 | 1 | |
| -1.502177266 | 1 | |
| -1.613165303 | 1 |
negpmax[9]
Real number (ℝ)
SKEWED
| Distinct | 360906 |
|---|---|
| Distinct (%) | 93.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -8.1716424 |
| Minimum | -30718.927 |
|---|---|
| Maximum | -0.77151808 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 385500 |
| Negative (%) | 100.0% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | -30718.927 |
|---|---|
| 5-th percentile | -24.976307 |
| Q1 | -6.4294009 |
| median | -5.1848832 |
| Q3 | -4.470182 |
| 95-th percentile | -3.6393396 |
| Maximum | -0.77151808 |
| Range | 30718.156 |
| Interquartile range (IQR) | 1.9592188 |
Descriptive statistics
| Standard deviation | 73.012116 |
|---|---|
| Coefficient of variation (CV) | -8.9348153 |
| Kurtosis | 97000.373 |
| Mean | -8.1716424 |
| Median Absolute Deviation (MAD) | 0.85992902 |
| Skewness | -280.35828 |
| Sum | -3150168.1 |
| Variance | 5330.7691 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -4.588952637 | 5 | < 0.1% |
| -5.66138916 | 5 | < 0.1% |
| -4.148104858 | 5 | < 0.1% |
| -4.680984497 | 5 | < 0.1% |
| -4.750421143 | 5 | < 0.1% |
| -4.766299438 | 5 | < 0.1% |
| -4.691152954 | 5 | < 0.1% |
| -4.523733521 | 5 | < 0.1% |
| -4.663870239 | 5 | < 0.1% |
| -4.404586792 | 5 | < 0.1% |
| Other values (360896) | 385450 |
| Value | Count | Frequency (%) |
| -30718.92725 | 1 | |
| -15758.64885 | 1 | |
| -14758.02564 | 1 | |
| -13676.73052 | 1 | |
| -10705.44739 | 1 | |
| -8128.541735 | 1 | |
| -7902.857682 | 1 | |
| -7508.544253 | 1 | |
| -7499.832648 | 1 | |
| -5910.141021 | 1 |
| Value | Count | Frequency (%) |
| -0.7715180753 | 1 | |
| -1.025246032 | 1 | |
| -1.075532197 | 1 | |
| -1.165804889 | 1 | |
| -1.251938346 | 1 | |
| -1.347146575 | 1 | |
| -1.380709954 | 1 | |
| -1.401534671 | 1 | |
| -1.433758094 | 1 | |
| -1.459381104 | 1 |
negpmax[10]
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 377679 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -21.218853 |
| Minimum | -57175.302 |
|---|---|
| Maximum | -1.2966765 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 385500 |
| Negative (%) | 100.0% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | -57175.302 |
|---|---|
| 5-th percentile | -60.279247 |
| Q1 | -33.188326 |
| median | -10.563461 |
| Q3 | -5.7266167 |
| 95-th percentile | -4.2347986 |
| Maximum | -1.2966765 |
| Range | 57174.005 |
| Interquartile range (IQR) | 27.461709 |
Descriptive statistics
| Standard deviation | 124.88136 |
|---|---|
| Coefficient of variation (CV) | -5.8853963 |
| Kurtosis | 129964.26 |
| Mean | -21.218853 |
| Median Absolute Deviation (MAD) | 6.1252533 |
| Skewness | -330.21972 |
| Sum | -8179867.9 |
| Variance | 15595.354 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -4.910568237 | 6 | < 0.1% |
| -5.054473877 | 4 | < 0.1% |
| -4.543283081 | 4 | < 0.1% |
| -5.980493164 | 4 | < 0.1% |
| -4.317669678 | 4 | < 0.1% |
| -4.803695679 | 4 | < 0.1% |
| -5.529656982 | 4 | < 0.1% |
| -5.207073975 | 3 | < 0.1% |
| -5.707983398 | 3 | < 0.1% |
| -5.794921875 | 3 | < 0.1% |
| Other values (377669) | 385461 |
| Value | Count | Frequency (%) |
| -57175.30155 | 1 | |
| -27147.56546 | 1 | |
| -26213.08175 | 1 | |
| -24132.99234 | 1 | |
| -19633.52939 | 1 | |
| -11174.02682 | 1 | |
| -4868.865443 | 1 | |
| -3722.032532 | 1 | |
| -3718.029122 | 1 | |
| -3640.766743 | 1 |
| Value | Count | Frequency (%) |
| -1.296676532 | 1 | |
| -1.577714845 | 1 | |
| -1.65885583 | 1 | |
| -1.688972783 | 1 | |
| -1.740748263 | 1 | |
| -1.754078834 | 1 | |
| -1.829866315 | 1 | |
| -1.829890932 | 1 | |
| -1.861529948 | 1 | |
| -1.862770994 | 1 |
negpmax[11]
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 370190 |
|---|---|
| Distinct (%) | 96.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -12.59736 |
| Minimum | -48053.652 |
|---|---|
| Maximum | -0.67691016 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 385500 |
| Negative (%) | 100.0% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | -48053.652 |
|---|---|
| 5-th percentile | -42.678708 |
| Q1 | -13.61974 |
| median | -6.0868957 |
| Q3 | -4.9193085 |
| 95-th percentile | -3.9169482 |
| Maximum | -0.67691016 |
| Range | 48052.975 |
| Interquartile range (IQR) | 8.7004318 |
Descriptive statistics
| Standard deviation | 101.81297 |
|---|---|
| Coefficient of variation (CV) | -8.0820876 |
| Kurtosis | 156264.56 |
| Mean | -12.59736 |
| Median Absolute Deviation (MAD) | 1.6664492 |
| Skewness | -375.08918 |
| Sum | -4856282.3 |
| Variance | 10365.88 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -4.324862671 | 5 | < 0.1% |
| -4.840386963 | 5 | < 0.1% |
| -4.875790405 | 4 | < 0.1% |
| -4.616397095 | 4 | < 0.1% |
| -4.633285522 | 4 | < 0.1% |
| -6.180987549 | 4 | < 0.1% |
| -4.271362305 | 4 | < 0.1% |
| -5.357632446 | 4 | < 0.1% |
| -4.802880859 | 4 | < 0.1% |
| -4.696899414 | 4 | < 0.1% |
| Other values (370180) | 385458 |
| Value | Count | Frequency (%) |
| -48053.65215 | 1 | |
| -30421.15663 | 1 | |
| -22899.46005 | 1 | |
| -11250.94698 | 1 | |
| -5205.200778 | 1 | |
| -3653.52956 | 1 | |
| -1927.327313 | 1 | |
| -1117.782421 | 1 | |
| -1082.339312 | 1 | |
| -966.2279201 | 1 |
| Value | Count | Frequency (%) |
| -0.6769101631 | 1 | |
| -0.7331052367 | 1 | |
| -1.16586669 | 1 | |
| -1.203739489 | 1 | |
| -1.310706983 | 1 | |
| -1.526378556 | 1 | |
| -1.537976697 | 1 | |
| -1.610357947 | 1 | |
| -1.647279814 | 1 | |
| -1.679115141 | 1 |
negpmax[12]
Real number (ℝ)
SKEWED
| Distinct | 346807 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.6410272 |
| Minimum | -48301.216 |
|---|---|
| Maximum | 118.13184 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 385499 |
| Negative (%) | > 99.9% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | -48301.216 |
|---|---|
| 5-th percentile | -6.549759 |
| Q1 | -5.3676041 |
| median | -4.7599609 |
| Q3 | -4.2094242 |
| 95-th percentile | -3.4741454 |
| Maximum | 118.13184 |
| Range | 48419.348 |
| Interquartile range (IQR) | 1.1581799 |
Descriptive statistics
| Standard deviation | 120.88738 |
|---|---|
| Coefficient of variation (CV) | -21.43003 |
| Kurtosis | 99647.011 |
| Mean | -5.6410272 |
| Median Absolute Deviation (MAD) | 0.57623466 |
| Skewness | -298.52931 |
| Sum | -2174616 |
| Variance | 14613.759 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -4.322763062 | 6 | < 0.1% |
| -4.384689331 | 6 | < 0.1% |
| -5.034719849 | 6 | < 0.1% |
| -4.637979126 | 5 | < 0.1% |
| -4.401647949 | 5 | < 0.1% |
| -4.839968872 | 5 | < 0.1% |
| -4.896954346 | 5 | < 0.1% |
| -4.201486206 | 5 | < 0.1% |
| -4.892614746 | 5 | < 0.1% |
| -4.554547119 | 5 | < 0.1% |
| Other values (346797) | 385447 |
| Value | Count | Frequency (%) |
| -48301.21603 | 1 | |
| -36693.15901 | 1 | |
| -26361.98755 | 1 | |
| -23539.49497 | 1 | |
| -19007.2942 | 1 | |
| -12294.26853 | 1 | |
| -9328.57124 | 1 | |
| -5595.076981 | 1 | |
| -4262.492378 | 1 | |
| -3983.737025 | 1 |
| Value | Count | Frequency (%) |
| 118.1318404 | 1 | |
| -0.8492670739 | 1 | |
| -0.8973207512 | 1 | |
| -1.15805932 | 1 | |
| -1.331709526 | 1 | |
| -1.341872817 | 1 | |
| -1.357778017 | 1 | |
| -1.369817765 | 1 | |
| -1.436229645 | 1 | |
| -1.46802301 | 1 |
negpmax[13]
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 380014 |
|---|---|
| Distinct (%) | 98.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -22.280679 |
| Minimum | -14186.921 |
|---|---|
| Maximum | -1.3402512 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 385500 |
| Negative (%) | 100.0% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | -14186.921 |
|---|---|
| 5-th percentile | -58.6454 |
| Q1 | -33.413062 |
| median | -16.31893 |
| Q3 | -7.2241821 |
| 95-th percentile | -4.615182 |
| Maximum | -1.3402512 |
| Range | 14185.581 |
| Interquartile range (IQR) | 26.18888 |
Descriptive statistics
| Standard deviation | 35.573168 |
|---|---|
| Coefficient of variation (CV) | -1.5965926 |
| Kurtosis | 100951.18 |
| Mean | -22.280679 |
| Median Absolute Deviation (MAD) | 10.314912 |
| Skewness | -270.47916 |
| Sum | -8589201.8 |
| Variance | 1265.4503 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -5.129528809 | 4 | < 0.1% |
| -6.357565308 | 4 | < 0.1% |
| -4.923834229 | 3 | < 0.1% |
| -6.673403931 | 3 | < 0.1% |
| -5.679980469 | 3 | < 0.1% |
| -6.255175781 | 3 | < 0.1% |
| -12.12822571 | 3 | < 0.1% |
| -5.072729492 | 3 | < 0.1% |
| -8.182781982 | 3 | < 0.1% |
| -5.266827393 | 3 | < 0.1% |
| Other values (380004) | 385468 |
| Value | Count | Frequency (%) |
| -14186.92083 | 1 | |
| -12193.05913 | 1 | |
| -2873.89555 | 1 | |
| -2634.812908 | 1 | |
| -1826.826656 | 1 | |
| -244.3120188 | 1 | |
| -160.0252238 | 1 | |
| -83.96565247 | 1 | |
| -83.51788635 | 1 | |
| -82.89954224 | 1 |
| Value | Count | Frequency (%) |
| -1.340251241 | 1 | |
| -1.649971296 | 1 | |
| -1.823561528 | 1 | |
| -1.858462811 | 1 | |
| -1.87787212 | 1 | |
| -1.983622516 | 1 | |
| -1.985220457 | 1 | |
| -2.105595419 | 1 | |
| -2.121166073 | 1 | |
| -2.121277267 | 1 |
negpmax[14]
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 365576 |
|---|---|
| Distinct (%) | 94.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -9.8652945 |
| Minimum | -39039.395 |
|---|---|
| Maximum | 74812.277 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 385499 |
| Negative (%) | > 99.9% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | -39039.395 |
|---|---|
| 5-th percentile | -35.897436 |
| Q1 | -8.2070056 |
| median | -5.6508922 |
| Q3 | -4.7993722 |
| 95-th percentile | -3.8911559 |
| Maximum | 74812.277 |
| Range | 113851.67 |
| Interquartile range (IQR) | 3.4076334 |
Descriptive statistics
| Standard deviation | 152.73595 |
|---|---|
| Coefficient of variation (CV) | -15.482148 |
| Kurtosis | 169100.87 |
| Mean | -9.8652945 |
| Median Absolute Deviation (MAD) | 1.1031694 |
| Skewness | 222.45279 |
| Sum | -3803071 |
| Variance | 23328.269 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -5.71133728 | 5 | < 0.1% |
| -5.206564331 | 5 | < 0.1% |
| -5.335623169 | 5 | < 0.1% |
| -4.766656494 | 5 | < 0.1% |
| -5.799734497 | 5 | < 0.1% |
| -4.728585815 | 5 | < 0.1% |
| -4.420578003 | 4 | < 0.1% |
| -4.085986328 | 4 | < 0.1% |
| -4.646548462 | 4 | < 0.1% |
| -4.952313232 | 4 | < 0.1% |
| Other values (365566) | 385454 |
| Value | Count | Frequency (%) |
| -39039.3947 | 1 | |
| -36273.81597 | 1 | |
| -16084.10489 | 1 | |
| -9560.21634 | 1 | |
| -9382.374572 | 1 | |
| -6324.974212 | 1 | |
| -2918.523508 | 1 | |
| -2788.010868 | 1 | |
| -2657.907628 | 1 | |
| -2053.439122 | 1 |
| Value | Count | Frequency (%) |
| 74812.27737 | 1 | |
| -0.02359893961 | 1 | |
| -1.364963863 | 1 | |
| -1.376395027 | 1 | |
| -1.407587002 | 1 | |
| -1.41823263 | 1 | |
| -1.444069894 | 1 | |
| -1.453838999 | 1 | |
| -1.504335684 | 1 | |
| -1.596983213 | 1 |
negpmax[15]
Real number (ℝ)
SKEWED
| Distinct | 350646 |
|---|---|
| Distinct (%) | 91.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.2377646 |
| Minimum | -52095.638 |
|---|---|
| Maximum | 74827.648 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 385499 |
| Negative (%) | > 99.9% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | -52095.638 |
|---|---|
| 5-th percentile | -6.6429614 |
| Q1 | -5.4211914 |
| median | -4.7944992 |
| Q3 | -4.2300949 |
| 95-th percentile | -3.4791899 |
| Maximum | 74827.648 |
| Range | 126923.29 |
| Interquartile range (IQR) | 1.1910965 |
Descriptive statistics
| Standard deviation | 150.18111 |
|---|---|
| Coefficient of variation (CV) | -28.672749 |
| Kurtosis | 197590.58 |
| Mean | -5.2377646 |
| Median Absolute Deviation (MAD) | 0.59252167 |
| Skewness | 210.4312 |
| Sum | -2019158.3 |
| Variance | 22554.366 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -4.136791992 | 5 | < 0.1% |
| -4.161181641 | 5 | < 0.1% |
| -4.475442505 | 5 | < 0.1% |
| -4.975274658 | 5 | < 0.1% |
| -5.350512695 | 5 | < 0.1% |
| -3.919665527 | 5 | < 0.1% |
| -4.483834839 | 5 | < 0.1% |
| -4.925302124 | 5 | < 0.1% |
| -4.968304443 | 5 | < 0.1% |
| -4.546630859 | 5 | < 0.1% |
| Other values (350636) | 385450 |
| Value | Count | Frequency (%) |
| -52095.63808 | 1 | |
| -10782.51957 | 1 | |
| -9356.515999 | 1 | |
| -6397.95119 | 1 | |
| -6201.411623 | 1 | |
| -5531.603463 | 1 | |
| -4612.866376 | 1 | |
| -3431.76475 | 1 | |
| -2995.142045 | 1 | |
| -2524.768886 | 1 |
| Value | Count | Frequency (%) |
| 74827.64771 | 1 | |
| -0.5981101142 | 1 | |
| -0.9952318731 | 1 | |
| -1.071507486 | 1 | |
| -1.072195301 | 1 | |
| -1.128484788 | 1 | |
| -1.148603949 | 1 | |
| -1.245143758 | 1 | |
| -1.303206139 | 1 | |
| -1.31545145 | 1 |
negpmax[16]
Real number (ℝ)
| Distinct | 366191 |
|---|---|
| Distinct (%) | 95.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -42.152047 |
| Minimum | -51.840704 |
|---|---|
| Maximum | -29.085419 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 385500 |
| Negative (%) | 100.0% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | -51.840704 |
|---|---|
| 5-th percentile | -46.897737 |
| Q1 | -44.601152 |
| median | -42.360754 |
| Q3 | -39.833169 |
| 95-th percentile | -36.883684 |
| Maximum | -29.085419 |
| Range | 22.755286 |
| Interquartile range (IQR) | 4.7679832 |
Descriptive statistics
| Standard deviation | 3.158175 |
|---|---|
| Coefficient of variation (CV) | -0.074923408 |
| Kurtosis | -0.34130555 |
| Mean | -42.152047 |
| Median Absolute Deviation (MAD) | 2.3764221 |
| Skewness | 0.28479606 |
| Sum | -16249614 |
| Variance | 9.9740692 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -39.03614807 | 4 | < 0.1% |
| -39.21157227 | 4 | < 0.1% |
| -45.82245178 | 4 | < 0.1% |
| -40.44752197 | 4 | < 0.1% |
| -43.52673645 | 4 | < 0.1% |
| -45.98914795 | 4 | < 0.1% |
| -44.19595642 | 4 | < 0.1% |
| -42.45562134 | 4 | < 0.1% |
| -42.78283997 | 4 | < 0.1% |
| -44.74476318 | 4 | < 0.1% |
| Other values (366181) | 385460 |
| Value | Count | Frequency (%) |
| -51.84070435 | 1 | |
| -51.73561096 | 1 | |
| -51.32133484 | 1 | |
| -51.15716858 | 1 | |
| -51.02141418 | 1 | |
| -50.9640564 | 1 | |
| -50.95532227 | 1 | |
| -50.93537598 | 1 | |
| -50.93252258 | 1 | |
| -50.8945343 | 1 |
| Value | Count | Frequency (%) |
| -29.0854187 | 1 | |
| -29.11946411 | 1 | |
| -29.25123291 | 1 | |
| -29.32675476 | 1 | |
| -29.34969482 | 1 | |
| -29.43764648 | 1 | |
| -29.82727661 | 1 | |
| -29.86309814 | 1 | |
| -29.92503357 | 1 | |
| -29.97110596 | 1 |
negpmax[17]
Real number (ℝ)
| Distinct | 368145 |
|---|---|
| Distinct (%) | 95.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -46.921923 |
| Minimum | -57.876959 |
|---|---|
| Maximum | -29.592059 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 385500 |
| Negative (%) | 100.0% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | -57.876959 |
|---|---|
| 5-th percentile | -52.183282 |
| Q1 | -49.596344 |
| median | -47.147636 |
| Q3 | -44.375652 |
| 95-th percentile | -41.114395 |
| Maximum | -29.592059 |
| Range | 28.2849 |
| Interquartile range (IQR) | 5.2206917 |
Descriptive statistics
| Standard deviation | 3.4788383 |
|---|---|
| Coefficient of variation (CV) | -0.074140999 |
| Kurtosis | -0.21931682 |
| Mean | -46.921923 |
| Median Absolute Deviation (MAD) | 2.594046 |
| Skewness | 0.29451341 |
| Sum | -18088401 |
| Variance | 12.102316 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -49.97497559 | 4 | < 0.1% |
| -49.40109253 | 4 | < 0.1% |
| -49.95410156 | 4 | < 0.1% |
| -47.07884827 | 4 | < 0.1% |
| -47.22639465 | 4 | < 0.1% |
| -44.66155396 | 4 | < 0.1% |
| -47.18022766 | 4 | < 0.1% |
| -48.26595459 | 4 | < 0.1% |
| -47.11590881 | 4 | < 0.1% |
| -43.87952271 | 4 | < 0.1% |
| Other values (368135) | 385460 |
| Value | Count | Frequency (%) |
| -57.87695923 | 1 | |
| -56.86168213 | 1 | |
| -56.7925354 | 1 | |
| -56.64504089 | 1 | |
| -56.47584534 | 1 | |
| -56.47542725 | 1 | |
| -56.38648987 | 1 | |
| -56.24265137 | 1 | |
| -56.22027283 | 1 | |
| -56.21234131 | 1 |
| Value | Count | Frequency (%) |
| -29.59205933 | 1 | |
| -30.04884033 | 1 | |
| -30.09548035 | 1 | |
| -30.42441711 | 1 | |
| -30.51028748 | 1 | |
| -30.51039429 | 1 | |
| -30.55483398 | 1 | |
| -30.59162903 | 1 | |
| -30.60967407 | 1 | |
| -30.65396423 | 1 |
x
Real number (ℝ)
HIGH CORRELATION
| Distinct | 81 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 397.72374 |
| Minimum | 200 |
|---|---|
| Maximum | 600 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | 200 |
|---|---|
| 5-th percentile | 215 |
| Q1 | 285 |
| median | 400 |
| Q3 | 500 |
| 95-th percentile | 585 |
| Maximum | 600 |
| Range | 400 |
| Interquartile range (IQR) | 215 |
Descriptive statistics
| Standard deviation | 120.5931 |
|---|---|
| Coefficient of variation (CV) | 0.30320822 |
| Kurtosis | -1.197003 |
| Mean | 397.72374 |
| Median Absolute Deviation (MAD) | 110 |
| Skewness | 0.034705739 |
| Sum | 1.533225 × 108 |
| Variance | 14542.697 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 235 | 6600 | 1.7% |
| 580 | 6300 | 1.6% |
| 565 | 6300 | 1.6% |
| 410 | 6100 | 1.6% |
| 405 | 6100 | 1.6% |
| 200 | 5900 | 1.5% |
| 590 | 5900 | 1.5% |
| 225 | 5900 | 1.5% |
| 355 | 5800 | 1.5% |
| 585 | 5800 | 1.5% |
| Other values (71) | 324800 |
| Value | Count | Frequency (%) |
| 200 | 5900 | |
| 205 | 5300 | |
| 210 | 5600 | |
| 215 | 5600 | |
| 220 | 4800 | |
| 225 | 5900 | |
| 230 | 5600 | |
| 235 | 6600 | |
| 240 | 5800 | |
| 245 | 5800 |
| Value | Count | Frequency (%) |
| 600 | 5300 | |
| 595 | 5500 | |
| 590 | 5900 | |
| 585 | 5800 | |
| 580 | 6300 | |
| 575 | 5100 | |
| 570 | 5500 | |
| 565 | 6300 | |
| 560 | 5500 | |
| 555 | 5800 |
y
Real number (ℝ)
HIGH CORRELATION
| Distinct | 81 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 404.10636 |
| Minimum | 200 |
|---|---|
| Maximum | 600 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 MiB |
Quantile statistics
| Minimum | 200 |
|---|---|
| 5-th percentile | 225 |
| Q1 | 310 |
| median | 405 |
| Q3 | 500 |
| 95-th percentile | 580 |
| Maximum | 600 |
| Range | 400 |
| Interquartile range (IQR) | 190 |
Descriptive statistics
| Standard deviation | 113.65223 |
|---|---|
| Coefficient of variation (CV) | 0.28124336 |
| Kurtosis | -1.1513592 |
| Mean | 404.10636 |
| Median Absolute Deviation (MAD) | 95 |
| Skewness | -0.027233727 |
| Sum | 1.55783 × 108 |
| Variance | 12916.829 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 390 | 6100 | 1.6% |
| 485 | 5900 | 1.5% |
| 495 | 5900 | 1.5% |
| 540 | 5700 | 1.5% |
| 400 | 5600 | 1.5% |
| 395 | 5600 | 1.5% |
| 380 | 5500 | 1.4% |
| 375 | 5500 | 1.4% |
| 525 | 5400 | 1.4% |
| 520 | 5400 | 1.4% |
| Other values (71) | 328900 |
| Value | Count | Frequency (%) |
| 200 | 3800 | |
| 205 | 3400 | |
| 210 | 3900 | |
| 215 | 3400 | |
| 220 | 3900 | |
| 225 | 4100 | |
| 230 | 4600 | |
| 235 | 4800 | |
| 240 | 4200 | |
| 245 | 4000 |
| Value | Count | Frequency (%) |
| 600 | 4700 | |
| 595 | 5300 | |
| 590 | 4700 | |
| 585 | 4400 | |
| 580 | 4700 | |
| 575 | 4500 | |
| 570 | 4000 | |
| 565 | 4300 | |
| 560 | 3900 | |
| 555 | 4000 |
| negpmax[0] | negpmax[10] | negpmax[11] | negpmax[12] | negpmax[13] | negpmax[14] | negpmax[15] | negpmax[16] | negpmax[17] | negpmax[1] | negpmax[2] | negpmax[3] | negpmax[4] | negpmax[5] | negpmax[6] | negpmax[7] | negpmax[8] | negpmax[9] | x | y | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| negpmax[0] | 1.000 | 0.024 | 0.043 | 0.071 | 0.021 | 0.053 | 0.069 | -0.017 | 0.014 | 0.054 | 0.066 | 0.039 | 0.057 | 0.022 | 0.055 | 0.067 | 0.045 | 0.054 | -0.001 | -0.001 |
| negpmax[10] | 0.024 | 1.000 | 0.317 | 0.024 | -0.121 | -0.159 | 0.023 | -0.005 | 0.031 | -0.454 | -0.214 | -0.587 | -0.358 | -0.019 | -0.134 | 0.022 | 0.406 | 0.476 | 0.467 | 0.683 |
| negpmax[11] | 0.043 | 0.317 | 1.000 | 0.045 | 0.447 | 0.484 | 0.046 | -0.020 | 0.015 | -0.014 | -0.106 | -0.365 | -0.338 | -0.491 | -0.308 | 0.044 | -0.271 | -0.002 | -0.354 | 0.656 |
| negpmax[12] | 0.071 | 0.024 | 0.045 | 1.000 | 0.021 | 0.054 | 0.068 | -0.020 | 0.016 | 0.053 | 0.062 | 0.039 | 0.055 | 0.023 | 0.054 | 0.069 | 0.043 | 0.058 | -0.001 | -0.001 |
| negpmax[13] | 0.021 | -0.121 | 0.447 | 0.021 | 1.000 | 0.509 | 0.028 | -0.019 | -0.000 | 0.442 | 0.051 | 0.237 | -0.279 | -0.320 | -0.433 | 0.021 | -0.585 | -0.318 | -0.748 | 0.153 |
| negpmax[14] | 0.053 | -0.159 | 0.484 | 0.054 | 0.509 | 1.000 | 0.055 | -0.024 | 0.007 | 0.321 | 0.032 | -0.063 | -0.219 | -0.483 | -0.218 | 0.056 | -0.331 | -0.148 | -0.559 | 0.303 |
| negpmax[15] | 0.069 | 0.023 | 0.046 | 0.068 | 0.028 | 0.055 | 1.000 | -0.016 | 0.009 | 0.056 | 0.066 | 0.039 | 0.051 | 0.017 | 0.050 | 0.065 | 0.043 | 0.057 | -0.006 | 0.001 |
| negpmax[16] | -0.017 | -0.005 | -0.020 | -0.020 | -0.019 | -0.024 | -0.016 | 1.000 | 0.000 | -0.015 | -0.015 | -0.009 | -0.006 | 0.019 | -0.009 | -0.026 | -0.005 | -0.017 | 0.014 | -0.003 |
| negpmax[17] | 0.014 | 0.031 | 0.015 | 0.016 | -0.000 | 0.007 | 0.009 | 0.000 | 1.000 | 0.000 | 0.008 | -0.003 | 0.007 | 0.009 | 0.025 | 0.015 | 0.027 | 0.028 | 0.017 | 0.002 |
| negpmax[1] | 0.054 | -0.454 | -0.014 | 0.053 | 0.442 | 0.321 | 0.056 | -0.015 | 0.000 | 1.000 | 0.315 | 0.467 | -0.046 | -0.321 | -0.206 | 0.051 | -0.361 | -0.184 | -0.614 | -0.237 |
| negpmax[2] | 0.066 | -0.214 | -0.106 | 0.062 | 0.051 | 0.032 | 0.066 | -0.015 | 0.008 | 0.315 | 1.000 | 0.334 | 0.078 | -0.092 | -0.032 | 0.064 | -0.105 | -0.031 | -0.231 | -0.236 |
| negpmax[3] | 0.039 | -0.587 | -0.365 | 0.039 | 0.237 | -0.063 | 0.039 | -0.009 | -0.003 | 0.467 | 0.334 | 1.000 | 0.351 | 0.193 | 0.000 | 0.037 | -0.371 | -0.290 | -0.394 | -0.689 |
| negpmax[4] | 0.057 | -0.358 | -0.338 | 0.055 | -0.279 | -0.219 | 0.051 | -0.006 | 0.007 | -0.046 | 0.078 | 0.351 | 1.000 | 0.500 | 0.423 | 0.054 | 0.044 | -0.139 | 0.199 | -0.574 |
| negpmax[5] | 0.022 | -0.019 | -0.491 | 0.023 | -0.320 | -0.483 | 0.017 | 0.019 | 0.009 | -0.321 | -0.092 | 0.193 | 0.500 | 1.000 | 0.528 | 0.023 | 0.362 | -0.062 | 0.552 | -0.555 |
| negpmax[6] | 0.055 | -0.134 | -0.308 | 0.054 | -0.433 | -0.218 | 0.050 | -0.009 | 0.025 | -0.206 | -0.032 | 0.000 | 0.423 | 0.528 | 1.000 | 0.057 | 0.365 | 0.004 | 0.454 | -0.382 |
| negpmax[7] | 0.067 | 0.022 | 0.044 | 0.069 | 0.021 | 0.056 | 0.065 | -0.026 | 0.015 | 0.051 | 0.064 | 0.037 | 0.054 | 0.023 | 0.057 | 1.000 | 0.044 | 0.055 | -0.001 | -0.001 |
| negpmax[8] | 0.045 | 0.406 | -0.271 | 0.043 | -0.585 | -0.331 | 0.043 | -0.005 | 0.027 | -0.361 | -0.105 | -0.371 | 0.044 | 0.362 | 0.365 | 0.044 | 1.000 | 0.421 | 0.736 | 0.073 |
| negpmax[9] | 0.054 | 0.476 | -0.002 | 0.058 | -0.318 | -0.148 | 0.057 | -0.017 | 0.028 | -0.184 | -0.031 | -0.290 | -0.139 | -0.062 | 0.004 | 0.055 | 0.421 | 1.000 | 0.401 | 0.338 |
| x | -0.001 | 0.467 | -0.354 | -0.001 | -0.748 | -0.559 | -0.006 | 0.014 | 0.017 | -0.614 | -0.231 | -0.394 | 0.199 | 0.552 | 0.454 | -0.001 | 0.736 | 0.401 | 1.000 | 0.003 |
| y | -0.001 | 0.683 | 0.656 | -0.001 | 0.153 | 0.303 | 0.001 | -0.003 | 0.002 | -0.237 | -0.236 | -0.689 | -0.574 | -0.555 | -0.382 | -0.001 | 0.073 | 0.338 | 0.003 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| negpmax[0] | negpmax[1] | negpmax[2] | negpmax[3] | negpmax[4] | negpmax[5] | negpmax[6] | negpmax[7] | negpmax[8] | negpmax[9] | negpmax[10] | negpmax[11] | negpmax[12] | negpmax[13] | negpmax[14] | negpmax[15] | negpmax[16] | negpmax[17] | x | y | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | -17.690173 | -17.721210 | -19.892543 | -23.747293 | -18.008972 | -19.477101 | -19.239130 | -17.555292 | -15.625539 | -56.828006 | -19.716336 | -18.148151 | -18.432141 | -16.861163 | -17.685799 | -18.546884 | -36.282996 | -39.848523 | 200.0 | 200.0 |
| 1 | -4.717111 | -4.736827 | -3.787175 | -5.427002 | -4.670676 | -3.896777 | -4.675986 | -4.857126 | -11.742902 | -58.803436 | -19.613623 | -5.670920 | -6.770750 | -3.372324 | -5.154840 | -4.697864 | -39.715988 | -41.266681 | 200.0 | 200.0 |
| 2 | -5.316132 | -5.985437 | -3.948853 | -4.559235 | -4.761539 | -5.343427 | -5.021164 | -5.049019 | -11.581955 | -62.801328 | -23.637970 | -4.282883 | -4.282668 | -5.742383 | -3.860550 | -4.584915 | -40.679678 | -42.712286 | 200.0 | 200.0 |
| 3 | -4.617459 | -4.229949 | -5.576041 | -4.981216 | -3.985501 | -4.916791 | -3.594675 | -6.250171 | -10.409299 | -62.658493 | -21.114725 | -5.595096 | -5.788109 | -6.342114 | -5.576315 | -4.744748 | -43.206601 | -50.681940 | 200.0 | 200.0 |
| 4 | -4.848743 | -5.783587 | -5.137939 | -4.447104 | -6.137964 | -4.582629 | -4.172168 | -4.346878 | -10.298044 | -68.653479 | -20.666324 | -5.728705 | -5.890051 | -4.396436 | -5.361823 | -5.357361 | -43.570892 | -49.923819 | 200.0 | 200.0 |
| 5 | -3.896768 | -3.405553 | -5.204761 | -4.469138 | -5.890676 | -4.753568 | -4.395551 | -4.798978 | -12.842365 | -56.382227 | -19.254691 | -6.212802 | -4.325269 | -5.053393 | -5.605902 | -2.914868 | -41.959821 | -44.895685 | 200.0 | 200.0 |
| 6 | -4.818796 | -4.608078 | -4.964096 | -4.365219 | -5.080002 | -5.562485 | -3.567569 | -4.757306 | -10.002444 | -64.914774 | -24.768631 | -5.223541 | -5.011026 | -4.367889 | -5.102408 | -6.436594 | -40.479129 | -50.114883 | 200.0 | 200.0 |
| 7 | -5.868010 | -6.120251 | -4.250989 | -4.964636 | -6.876218 | -3.756363 | -4.476944 | -5.096167 | -13.742093 | -65.873636 | -21.225076 | -5.077420 | -5.644226 | -4.979575 | -4.244864 | -4.208823 | -40.843561 | -46.853497 | 200.0 | 200.0 |
| 8 | -4.299841 | -3.360784 | -5.028360 | -4.860266 | -5.093504 | -5.627499 | -6.237152 | -4.674158 | -11.970520 | -67.912115 | -21.286942 | -5.052600 | -4.582413 | -5.558360 | -4.701236 | -3.988681 | -44.683786 | -49.963916 | 200.0 | 200.0 |
| 9 | -5.017157 | -8.019331 | -5.341691 | -3.950790 | -3.400754 | -5.748590 | -4.246588 | -4.125860 | -12.743930 | -61.650256 | -20.274594 | -6.269320 | -5.239504 | -4.299313 | -6.045334 | -6.017654 | -38.217709 | -43.907004 | 200.0 | 200.0 |
| negpmax[0] | negpmax[1] | negpmax[2] | negpmax[3] | negpmax[4] | negpmax[5] | negpmax[6] | negpmax[7] | negpmax[8] | negpmax[9] | negpmax[10] | negpmax[11] | negpmax[12] | negpmax[13] | negpmax[14] | negpmax[15] | negpmax[16] | negpmax[17] | x | y | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 385490 | -4.501779 | -26.969702 | -32.726605 | -32.516446 | -5.343597 | -5.392161 | -4.589096 | -4.221921 | -5.152640 | -4.890378 | -5.354333 | -6.479626 | -5.315956 | -6.168420 | -6.206964 | -4.185980 | -39.593402 | -47.242966 | 600.0 | 595.0 |
| 385491 | -3.982251 | -25.456195 | -34.080374 | -37.029916 | -5.521088 | -5.241403 | -4.728412 | -5.276494 | -4.689798 | -5.502866 | -4.317996 | -5.131808 | -5.036768 | -8.289230 | -6.018223 | -4.080182 | -43.520340 | -39.420511 | 600.0 | 595.0 |
| 385492 | -3.960229 | -30.269794 | -33.020096 | -36.652084 | -3.457065 | -4.666489 | -4.874847 | -3.891537 | -4.688153 | -4.820825 | -4.494385 | -4.589545 | -4.170751 | -7.498874 | -4.735043 | -5.268091 | -38.205060 | -48.230594 | 600.0 | 595.0 |
| 385493 | -3.695023 | -26.367410 | -34.468567 | -37.945959 | -5.638428 | -6.687085 | -6.087905 | -3.378370 | -4.321753 | -6.580292 | -6.418494 | -5.029148 | -5.413705 | -11.266699 | -7.426369 | -2.954373 | -45.393622 | -46.930933 | 600.0 | 595.0 |
| 385494 | -4.719049 | -30.902853 | -34.107495 | -38.835590 | -5.175967 | -5.032724 | -4.681360 | -2.618259 | -5.808957 | -3.570309 | -5.451245 | -3.022403 | -4.503656 | -5.828592 | -4.634589 | -4.805499 | -45.227106 | -50.072543 | 600.0 | 595.0 |
| 385495 | -3.872162 | -26.266623 | -29.947864 | -36.910852 | -3.202997 | -5.162094 | -4.497623 | -5.660696 | -4.807355 | -4.966765 | -4.641771 | -6.992345 | -5.627954 | -7.531409 | -4.147369 | -4.857419 | -39.634247 | -47.182980 | 600.0 | 595.0 |
| 385496 | -5.534358 | -26.138474 | -34.662131 | -37.721255 | -5.173907 | -5.582098 | -4.323596 | -3.837952 | -4.986447 | -4.160602 | -4.664246 | -5.161127 | -4.732547 | -5.505725 | -5.125480 | -3.520840 | -40.229095 | -49.995053 | 600.0 | 595.0 |
| 385497 | -5.801462 | -30.943115 | -35.670273 | -38.344370 | -5.173453 | -4.633670 | -5.319577 | -3.618164 | -3.944553 | -5.145389 | -3.648233 | -4.516763 | -4.829733 | -6.318405 | -3.479907 | -5.187308 | -46.600293 | -43.620535 | 600.0 | 595.0 |
| 385498 | -5.017258 | -22.520367 | -33.298181 | -36.103391 | -4.629693 | -4.630464 | -4.281985 | -3.948083 | -4.348218 | -2.968319 | -4.522888 | -5.050461 | -4.139905 | -6.915601 | -5.030399 | -4.574358 | -43.848615 | -49.387009 | 600.0 | 595.0 |
| 385499 | -21.787461 | -26.616895 | -31.891431 | -37.448969 | -17.717380 | -18.863248 | -21.837317 | -16.178510 | -18.913599 | -20.433275 | -21.246221 | -15.145020 | -18.254765 | -17.559171 | -20.049325 | -22.519223 | -43.600342 | -51.947507 | 600.0 | 595.0 |